Skip to content
Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Why is it so hard …" 525 comments · Page 1 of 21
Cry more muslims 😂😂😂😂 crying hard in comment section 😂😂😂😂😂😂 fuck islam 😂😂😂😂🖕🤮🤮🤮🤮🇵🇰
Cry more muslims 😂😂😂😂 crying hard in comment section 😂😂😂😂😂😂 fuck islam 😂😂😂😂🖕🤮🤮🤮🤮🇵🇰
Identity Attack0.7816553
Insult0.66500133
Profanity0.80158395
Threat0.34804323
Severe Toxicity0.61260825
Toxic 0.9391453 Low Con 0.196 Identity Attack Insult Identity_Assertion
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Every time A white try his ass hard to create hate bubble for Indians They all are fuckin innocent beings earning and working all the time Fuck haters
Every time A white try his ass hard to create hate bubble for Indians They all are fuckin innocent beings earning and working all the time Fuck haters
Identity Attack0.6649212
Insult0.6308392
Profanity0.8326356
Threat0.12382901
Severe Toxicity0.45895407
Toxic 0.911035 Moderate Con 0.313 Identity Attack Insult Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most …
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most people who worked at timmies before were teenagers and i always got my order right now these fucking idiots work there and cant make a bagel and coffee how fucking hard is it the fucking place is a coffee place and no one there can make a fucking coffee i have gone back and just thrown my order at them and left (you can think thats disrespectful but they are fucking up a job children do then argue with you when you try take it back). Youth unemployment is at a record high in ontario because these places will not hire white people. they think we are all below them in our country (yes i am native so before you fucking cry about white people talking canada STFU) they get more then people of our native homeland
Identity Attack0.46028158
Insult0.66500133
Profanity0.8186401
Threat0.2836219
Severe Toxicity0.50703704
Toxic 0.9061063 Constructive 0.526 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
5:16 that dumb ass is trying so hard to be Trump and it's absolutely cringe! What an embarrassment!
5:16 that dumb ass is trying so hard to be Trump and it's absolutely cringe! What an embarrassment!
Identity Attack0.13805299
Insult0.71120167
Profanity0.64657205
Threat0.029587816
Severe Toxicity0.35368225
Toxic 0.88599813 Low Con 0.199 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada's immigration Minister is as dumb as they come!! A MORON.... A full retard!! Almost as stupid as Justin Trudeau... But that one is hard to beat!!
Canada's immigration Minister is as dumb as they come!! A MORON.... A full retard!! Almost as stupid as Justin Trudeau... But that one is hard to beat!!
Identity Attack0.2877625
Insult0.87506694
Profanity0.37052724
Threat0.01940071
Severe Toxicity0.20373066
Toxic 0.8696708 Low Con 0.195 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Most Canadians with a brain refuse to go to USA anyways... Hard pass!😂
Most Canadians with a brain refuse to go to USA anyways... Hard pass!😂
Identity Attack0.50841355
Insult0.67369366
Profanity0.0014611739
Threat0.004296788
Severe Toxicity0.00007706119
Toxic 0.8572006 Identity Attack Insult Humor_Satire
Dec 8, 2025
2:15 and ur grandpa stole 45 trillion, killed millions by starving them to death in that shit hole u mentioned 🎉 they worked hard from ur attire and language I'm sure u are working in …
2:15 and ur grandpa stole 45 trillion, killed millions by starving them to death in that shit hole u mentioned 🎉 they worked hard from ur attire and language I'm sure u are working in septic tank cleaning 🧹🧼___old fart don't blame others for ur incapability __they're not the reason for ur failed life PIRATES grandson🎉
Identity Attack0.28034934
Insult0.6677319
Profanity0.6242122
Threat0.44531298
Severe Toxicity0.50703704
Toxic 0.85333383 Low Con 0.237 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This shitty government keeps screwing the hard working Canadians and it’s a joke,piss off Carney and do your job
This shitty government keeps screwing the hard working Canadians and it’s a joke,piss off Carney and do your job
Identity Attack0.36702603
Insult0.6798578
Profanity0.7181329
Threat0.027343199
Severe Toxicity0.35368225
Toxic 0.85333383 Low Con 0.291 Insult
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Brainless idiots will pay hard
Brainless idiots will pay hard
Identity Attack0.105256535
Insult0.8131897
Profanity0.47771472
Threat0.055917133
Severe Toxicity0.16960317
Toxic 0.85173553 Low Con 0.132 Insult
Jun 25, 2025 1 likes How Canada broke its immigration …
Cry more muslims 😂😂😂😂 pakistani abdul crying hard in comment section 😂😂😂😂 fuck islam 🖕🤮🤮🤮🤮🇵🇰
Cry more muslims 😂😂😂😂 pakistani abdul crying hard in comment section 😂😂😂😂 fuck islam 🖕🤮🤮🤮🤮🇵🇰
Identity Attack0.7426507
Insult0.7497506
Profanity0.7654259
Threat0.5250885
Severe Toxicity0.71338886
Toxic 0.82048255 Low Con 0.188 Identity Attack Insult Threat Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Asses up !!! Die hard liberal here and I love hiring cheap labor 🖕🏼
Asses up !!! Die hard liberal here and I love hiring cheap labor 🖕🏼
Identity Attack0.28034934
Insult0.6407567
Profanity0.6242122
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.8115627 Low Con 0.279 Insult Humor_Satire
Aug 25, 2025 Why Canadians Are Turning Against …
bruh I was expecting racist shit, holy smokes your videos are insightful I thought I knew the Asian community, I hardly know much. ps: You are a true Journalist
bruh I was expecting racist shit, holy smokes your videos are insightful I thought I knew the Asian community, I hardly know much. ps: You are a true Journalist
Identity Attack0.48915586
Insult0.5130944
Profanity0.68353343
Threat0.032005094
Severe Toxicity0.35368225
Toxic 0.7998551 Constructive 0.547 Insult Meta_Commentary
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Brother it's hard to turn around others thinking but some things are very true on internet like this poop shit. They even have colleges that research on poop shit. 😂 And then top it off …
Brother it's hard to turn around others thinking but some things are very true on internet like this poop shit. They even have colleges that research on poop shit. 😂 And then top it off they have like 10 different religion.😂
Identity Attack0.41975367
Insult0.5101222
Profanity0.7673477
Threat0.012440704
Severe Toxicity0.3529199
Toxic 0.78711975 Moderate Con 0.356 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
5:36 this guy is an idiot. Indians are good hard working people. There’s bad in every culture. If you take the time to talk to them you might be surprised.
5:36 this guy is an idiot. Indians are good hard working people. There’s bad in every culture. If you take the time to talk to them you might be surprised.
Identity Attack0.43896464
Insult0.7298119
Profanity0.4989438
Threat0.020609349
Severe Toxicity0.16960317
Toxic 0.7701451 Moderate Con 0.421 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I used to really like your content. But in the past year, you have went super xenophobic. I'm good dude, I'm going to go ahead and stop following you now. So sometime this week or …
I used to really like your content. But in the past year, you have went super xenophobic. I'm good dude, I'm going to go ahead and stop following you now. So sometime this week or maybe this month at least want you to take a quiet, sober moment, when you're alone somewhere contemplating your life, and think I'm really long and hard about going and fucking yourself.
Identity Attack0.16373143
Insult0.5130944
Profanity0.764141
Threat0.2836219
Severe Toxicity0.35368225
Toxic 0.7675452 Constructive 0.582 Insult Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Even the Indian living here for 50 years 5:00 minutes into the video is a lying ignorant racist moron with the very little knowledge, and no empathy for all the poor immigrants that are struggling …
Even the Indian living here for 50 years 5:00 minutes into the video is a lying ignorant racist moron with the very little knowledge, and no empathy for all the poor immigrants that are struggling so hard.
Identity Attack0.5135796
Insult0.71120167
Profanity0.42019588
Threat0.018192071
Severe Toxicity0.22513679
Toxic 0.7510937 Moderate Con 0.333 Identity Attack Insult Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All are selfish people in the world! That's why any opportunity for the job first gets hard-working people. All white people are also immigrants in history. white people think 'indian don't pay any tax' fuck …
All are selfish people in the world! That's why any opportunity for the job first gets hard-working people. All white people are also immigrants in history. white people think 'indian don't pay any tax' fuck of, we pay more compared to you and get less services.
Identity Attack0.6320481
Insult0.6149945
Profanity0.64080805
Threat0.019055385
Severe Toxicity0.349583
Toxic 0.7510937 Moderate Con 0.454 Identity Attack Insult Economic_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call …
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call us racists when the business goes to shit. I'd rather have four million Philippines and south American refugees - than a bunch of entitled Khalistanis, Muslims and jihadists. Any fucking day! We actually don't go thru drive thru anymore - we go inside and see who is working before we order anything. Absolutely sick of shitty food and bad service.
Identity Attack0.55044734
Insult0.6306599
Profanity0.70864636
Threat0.053330876
Severe Toxicity0.35368225
Toxic 0.74954444 Constructive 0.528 Identity Attack Insult Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
What do homeless people have to do with Indians? Because we work hard not to be homeless while you waste your time so you are homeless? Blaming Indians it’s not gonna make you any more …
What do homeless people have to do with Indians? Because we work hard not to be homeless while you waste your time so you are homeless? Blaming Indians it’s not gonna make you any more rich get a fucking job
Identity Attack0.4887047
Insult0.49389273
Profanity0.67055607
Threat0.030969119
Severe Toxicity0.30763787
Toxic 0.74954444 Moderate Con 0.329
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
*WHITES GETTING PISSED NOW THAT THEY ARE SECOND CLASS...THE INDIANS WORK HARD AND DO WELL FOR THEMSELVES..THE WHITES LOOTED ALL OF THE LAND...THEY DID NOT WORK FOR IT*
*WHITES GETTING PISSED NOW THAT THEY ARE SECOND CLASS...THE INDIANS WORK HARD AND DO WELL FOR THEMSELVES..THE WHITES LOOTED ALL OF THE LAND...THEY DID NOT WORK FOR IT*
Identity Attack0.6853638
Insult0.54471385
Profanity0.46460027
Threat0.1115629
Severe Toxicity0.35368225
Toxic 0.74954444 Moderate Con 0.314 Identity Attack Insult Moral_Argument
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim Hortons and Walmart? Fuck you Trudeau. He only became prime minister bcs of his father’s good reputation, and bcs women were mesmerized by his good looks. I’m a CANADIAN CITIZEN and I can’t find no work in this damn country. Trump should prob come here and fix things. Everyone should have an equal chance of getting a job. Diversity and inclusion is important. I don’t expect immigrants to assimilate to Canadian culture but have some respect. Don’t be acting like you run things bcs NOBODY RUNS THINGS. I get that some immigrants come here and work hard to own a Canadian/american franchise or to become a manager, but don’t be hiring your ethnic group alone. The workplace should display a representation of various groups of people. If you can’t simply do that then please ONLY stick to only owning whatever food restaurants that serves food from whatever country you came from.
Identity Attack0.19693321
Insult0.5588244
Profanity0.70864636
Threat0.05914995
Severe Toxicity0.3498543
Toxic 0.73663366 Constructive 0.626 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
most of people arreted and in shelters are white trash. Indians, Africans etc they work hard...
most of people arreted and in shelters are white trash. Indians, Africans etc they work hard...
Identity Attack0.7063701
Insult0.6407567
Profanity0.357228
Threat0.012337137
Severe Toxicity0.22513679
Toxic 0.7308154 Moderate Con 0.348 Identity Attack Insult Identity_Assertion
Feb 21, 2026 Inside Canada's Indian Invasion...
Canada is cooked, its all down hill from here. Shit world country loading up. Bring on the hard times so these ppl leave again
Canada is cooked, its all down hill from here. Shit world country loading up. Bring on the hard times so these ppl leave again
Identity Attack0.37012735
Insult0.5130944
Profanity0.68353343
Threat0.045572113
Severe Toxicity0.16960317
Toxic 0.7252971 Low Con 0.24 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
You know what all the whites are homeless with all the white privilege and it’s funny listen reason why hate comments are more because all the haters don’t have jobs 😂😂😂😂 they don’t work but …
You know what all the whites are homeless with all the white privilege and it’s funny listen reason why hate comments are more because all the haters don’t have jobs 😂😂😂😂 they don’t work but want money 😂😂😂😂 so they are free all the time and comment shit stuff about hard working immigrants 😂😂😂
Identity Attack0.57957685
Insult0.48627716
Profanity0.5013569
Threat0.039256934
Severe Toxicity0.3525603
Toxic 0.72028047 Low Con 0.294 Identity Attack
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Happiness is a hard shit, just not on the bus.
Happiness is a hard shit, just not on the bus.
Identity Attack0.015154205
Insult0.24928534
Profanity0.844891
Threat0.007819066
Severe Toxicity0.024819711
Toxic 0.718943 Moderate Con 0.469 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.